Embedded analytics · October 2026 Edition
Luzmo vs Explo
One of fourteen models named Luzmo first on the direct prompt; two named Explo. Luzmo was named by eleven of the fourteen models and Explo by nine and Luzmo carries 29 labels and Explo 19, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share13%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 19; printed, not drawn.
Labels2919A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Luzmo reading right to left. Rank and label count are printed, not drawn.Sisense was named alongside these two in eight of the fourteen direct answers. Metabase vs Luzmo · Metabase vs Explo · Sisense vs Luzmo
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the embedded analytics page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LuzmoFirst choices, of fourteen modelsExplo
Direct12
Paraphrase42
Comparative01
Budget-constrained101 against Luzmo
Scale-constrained10
Negative111 against Explo
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Luzmo and Explo stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | |
Luzmo Explo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Luzmo on the left and Explo on the right.The direct prompt
The plain question, one answer per model, grouped by where Luzmo and Explo stood in it.
Luzmo first, Explo not the choice
1 of 14 modelsExplo was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashLuzmo alternatives: GoodData, Sisense
Explo first, Luzmo not the choice
2 of 14 modelsLuzmo was named in the answer but not as the choice, or not at all.Mistral SmallExplo, Sisense alternatives: Microsoft Power BI Embedded, Tableau Embedded Analytics
Kimi K2Explo alternatives: Looker, Metabase, Power BI Embedded, Preset
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashOmni alternatives: Embeddable, Luzmo, Metabase, Qrvey
MiniMax M2.5Microsoft Power BI Embedded alternatives: Cube, Explo, Grow, Looker, Metabase, Sisense, Tableau Embedded Analytics, ThoughtSpot Embedded
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Sisense alternatives: Holistics, Looker Embedded, Metabase, Power BI Embedded
GPT-5.4 miniSisense alternatives: Looker, Power BI Embedded, ThoughtSpot Embedded
Perplexity SonarThoughtSpot Embedded alternatives: Cube, Looker, Zoho Analytics
Grok 4.1 FastReveal BI alternatives: Bold BI, Domo Everywhere, Power BI Embedded, Tableau, Zoho Analytics
Llama 4 MaverickReveal BI alternatives: Cube.dev, Omni.co, Thinklytics Insights, Zoho
Qwen 3.7 FlashSisense alternatives: Looker, Microsoft Power BI Embedded, ThoughtSpot Embedded
GLM 4.7 FlashXMetabase alternatives: Looker, ThoughtSpot Embedded
GPT-6 LunaMetabase alternatives: Looker Embed, Sisense, ThoughtSpot Embedded
Muse Glimmer 30BSisense alternatives: Reveal BI, Toucan
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mid-marketThe figures above
Enterprise
Level: the same share of first choices.
Luzmo0%#13 of 15Explo0%#– of 15What the models said about Luzmo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“avoid per-viewer pricing like Metabase Pro or Luzmo if user base grows fast” Grok 4.1 Fast · budget prompt · soft negative
“I'd recommend Luzmo or Explo if your top priority is fast, white-labeled dashboard embedding with minimal engineering overhead.” Perplexity Sonar · paraphrase prompt · first choice
“Dedicated embedded analytics platforms (like Luzmo, Toucan, Reveal, Cube) were built from the ground up for embedding.” DeepSeek V4 Flash · negative prompt · first choice
“If you want to get it done in a week with a beautiful, fully white-labeled UX and zero developer headache: Go with Luzmo.” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about Explo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Recommendation: Avoid new commitments; existing customers should plan migration.” Kimi K2 · negative prompt · hard negative
“Sisense and Explo are the strongest contenders, with Sisense leading for technical flexibility and Explo for rapid, customer-facing deployment.” Mistral Small · direct prompt · first choice
“I'd recommend Luzmo or Explo if your top priority is fast, white-labeled dashboard embedding with minimal engineering overhead.” Perplexity Sonar · paraphrase prompt · first choice
“look for embedded-first or developer-first analytics platforms (such as *Explo*, *Vizzly*, *Tremor*, *Embeddable*, or *Cube*)” Gemini 3.5 Flash · negative prompt · first choice
Also compared
Metabase vs LuzmoMetabase vs ExploSisense vs LuzmoSisense vs ExploLuzmo vs ThoughtSpot EmbeddedLuzmo vs CubeLuzmo vs GoodDataLuzmo vs Apache SupersetExplo vs ThoughtSpot EmbeddedExplo vs CubeExplo vs GoodDataExplo vs Apache SupersetAll twenty-eight head-to-head pages and the full embedded analytics standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.